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NNMap: A method to construct a good embedding for nearest neighbor classification Journal article
Neurocomputing, 2015,Volume: 152,Page: 97-108
Authors:  Jing Chen;  Yuan Yan Tang;  C. L. Philip Chen;  Bin Fang;  Zhaowei Shang;  Yuewei Lin
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Embedding Methods  Embedding Quality  Nearest Neighbor Classification  Non-metric Distance  
An approximate closed-form solution to correlation similarity discriminant analysis Journal article
Neurocomputing, 2014,Volume: 135,Page: 284-298
Authors:  Taiping Zhang;  Yuan Yan Tang;  C.L. Philip Chen;  Zhaowei Shang;  Bin Fang
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
Correlation  Feature Extraction  Linear Discriminant Analysis  Similarity Discriminant Analysis  Similarity Measure  
An enhanced version and an incremental learning version of visual-attention-imitation convex hull algorithm Journal article
Neurocomputing, 2014,Volume: 133,Page: 231-236
Authors:  Runzong Liu;  Yuan Yan Tang;  Bin Fang;  Jingrui Pi
Favorite  |  View/Download:1/0  |  Submit date:2019/04/30
Convex Hull  Computational Geometry  Algorithm  Incremental Learning  
Learning orthogonal projections for Isomap Journal article
Neurocomputing, 2013,Volume: 103,Page: 149-154
Authors:  Zheng, Yali;  Fang, Bin;  Tang, Yuan Yan;  Zhang, Taiping;  Liu, Ruizong
Favorite  |  View/Download:5/0  |  Submit date:2018/11/06
Manifold Learning  Isomap  Orthogonal Projection  
Visual saliency detection with center shift Journal article
Neurocomputing, 2013,Volume: 103,Page: 63-74
Authors:  Weibin Yang;  Yuan Yan Tang;  Bin Fang;  Zhaowei Shang;  Yuewei Lin
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Center Shift  Human Fixation  Multiscale Analysis  Probabilistic Model  Salient Object  Visual Saliency  
Kernel-view based discriminant approach for embedded feature extraction in high-dimensional space Journal article
Neurocomputing, 2011,Volume: 74,Issue: 9,Page: 1478-1484
Authors:  Miao Cheng;  Bin Fang;  Chi-Man Pun;  Yuan Yan Tang
Favorite  |  View/Download:3/0  |  Submit date:2019/02/14
Curse-of-dimensionality  Dimensionality Reduction  Feature Extraction  Kernel Analysis  Local Discriminant Analysis